Predicting urban signal-controlled intersection congestion events using spatio-temporal neural point process

J Wang, X Duan, P Wang, AG Qiu… - International Journal of …, 2024‏ - Taylor & Francis
The urban traffic signal-controlled intersections are of great significance for solving the
problem of urban road congestion. Previous research on congestion prediction mainly …

Identifying critical road sections using the weighted periodicity mined from trajectory data for efficient urban transportation

H Gao, L Zhou, Y Dong, X Wang, Q Sun… - GIScience & Remote …, 2025‏ - Taylor & Francis
Critical road sections (CRS) are part of links of the road network, which have an obvious
influence on urban transportation systems. Identifying CRS would contribute to improving …